Pith Number

pith:CHOIHC43

pith:2025:CHOIHC433EN5NA7FLG453A5KEK

not attested not anchored not stored refs pending

Consistency in Language Models: Current Landscape, Challenges, and Future Directions

Borhane Blili-Hamelin, Carol Anderson, Domenic Rosati, Jekaterina Novikova, Subhabrata Majumdar

arxiv:2505.00268 v2 · 2025-05-01 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CHOIHC433EN5NA7FLG453A5KEK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

Nsanku: Evaluating Zero-Shot Translation Performance of LLMs for Ghanaian Languages

Receipt and verification

First computed	2026-07-05T11:35:55.633484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11dc838b9bd91bd683e559b9dd83aa22b72ff09e18f05409d97126e3a775733b

Aliases

arxiv: 2505.00268 · arxiv_version: 2505.00268v2 · doi: 10.48550/arxiv.2505.00268 · pith_short_12: CHOIHC433EN5 · pith_short_16: CHOIHC433EN5NA7F · pith_short_8: CHOIHC43

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CHOIHC433EN5NA7FLG453A5KEK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 11dc838b9bd91bd683e559b9dd83aa22b72ff09e18f05409d97126e3a775733b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60a39cf9e0f20298953a9e8609a48d267b40c9b1e74a8e4242cbc5b37a1e9d06",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-01T03:25:25Z",
    "title_canon_sha256": "6758d758443fd0a83894d5e8c90cee41c15a6900b47a65826e284d96d2edb107"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00268",
    "kind": "arxiv",
    "version": 2
  }
}